## Mathematical Statistics with Resampling and R
Resampling helps students understand the meaning of sampling distributions, sampling variability, P-values, hypothesis tests, and confidence intervals. The second edition of This book offers an introduction to permutation tests and bootstrap methods that can serve to motivate classical inference methods. The book strikes a balance between theory, computing, and applications, and the new edition explores additional topics including consulting, paired t test, ANOVA and Google Interview Questions. Throughout the book, new and updated case studies are included representing a diverse range of subjects such as flight delays, birth weights of babies, and telephone company repair times. These illustrate the relevance of the real-world applications of the material. This new edition: • Puts the focus on statistical consulting that emphasizes giving a client an understanding of data and goes beyond typical expectations • Presents new material on topics such as the paired t test, Fisher's Exact Test and the EM algorithm • Offers a new section on "Google Interview Questions" that illustrates statistical thinking • Provides a new chapter on ANOVA • Contains more exercises and updated case studies, data sets, and R code Written for undergraduate students in a mathematical statistics course as well as practitioners and researchers, the second edition of |

### Contents

Chapter 1 Data and Case Studies | 1 |

Chapter 2 Exploratory Data Analysis | 21 |

Permutation Tests | 47 |

Chapter 4 Sampling Distributions | 75 |

The Bootstrap | 103 |

Chapter 6 Estimation | 149 |

Chapter 7 More Confidence Intervals | 187 |

Chapter 8 More Hypothesis Testing | 241 |

Chapter 12 Oneway ANOVA | 419 |

Chapter 13 Additional Topics | 433 |

Appendix A Review of Probability | 477 |

Appendix B Probability Distributions | 487 |

Appendix C Distributions Quick Reference | 509 |

Solutions to Selected Exercises | 513 |

References | 525 |

531 | |

Chapter 9 Regression | 297 |

Chapter 10 Categorical Data | 359 |

Chapter 11 Bayesian Methods | 391 |

EULA | 538 |

### Other editions - View all

Mathematical Statistics with Resampling and R Laura M. Chihara,Tim C. Hesterberg Limited preview - 2018 |

Mathematical Statistics with Resampling and R Laura M. Chihara,Tim C. Hesterberg Limited preview - 2018 |